Data Merit
Rank Data By What It Changes, Not By Volume.
Merit ledger with lift, capability, confidence, cost, and decision.
| Shard | Lift | Capability | Confidence | Cost | Decision |
|---|---|---|---|---|---|
support_corrections_q2 | +5.8 | Tool Selection | High | $1.1k | Keep |
synthetic_tool_reasoning_17 | +4.1 | Tool Selection | High | $0.9k | Expand |
public_domain_mix_8 | 0.0 | Domain Recall | Low | $4.2k | Reduce |
synth_format_noise_3 | −1.6 | Structured Output | Med | $0.6k | Investigate |